##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153822  42.584%  (96.806% of non-spam corpus)
# Correctly spam:     151423  41.919%  (74.841% of spam corpus)
# False positives:      5075  1.405%  (3.194% of nonspam, 194726 weighted)
# False negatives:     50904  14.092%  (25.159% of spam, 130554 weighted)
# Average score for spam:  13.8    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              361224  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19365  96.76%
# Correctly spam:      19024  75.21%
# False positives:       649  3.24%
# False negatives:      6271  24.79%
# TCR(l=50): 0.653263  SpamRecall: 75.209%  SpamPrec: 96.701%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154015  96.93%
# Correctly spam:      84244  41.64%
# False positives:      4882  3.07%
# False negatives:    118083  58.36%
# TCR(l=50): 0.558632  SpamRecall: 41.638%  SpamPrec: 94.522%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19410  96.98%
# Correctly spam:      10412  41.16%
# False positives:       604  3.02%
# False negatives:     14883  58.84%
# TCR(l=50): 0.561076  SpamRecall: 41.162%  SpamPrec: 94.517%
