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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176676  39.588%  (96.690% of non-spam corpus)
# Correctly spam:     191757  42.967%  (72.756% of spam corpus)
# False positives:      6048  1.355%  (3.310% of nonspam, 272635 weighted)
# False negatives:     71805  16.089%  (27.244% of spam,  79632 weighted)
# Average score for spam:  20.0    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.1
# TOTAL:              446286  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22156  96.51%
# Correctly spam:      24101  73.13%
# False positives:       801  3.49%
# False negatives:      8857  26.87%
# TCR(l=50): 0.673891  SpamRecall: 73.126%  SpamPrec: 96.783%

##### 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: 177459  97.12%
# Correctly spam:     126282  47.91%
# False positives:      5265  2.88%
# False negatives:    137280  52.09%
# TCR(l=50): 0.658033  SpamRecall: 47.914%  SpamPrec: 95.998%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22275  97.03%
# Correctly spam:      15917  48.29%
# False positives:       682  2.97%
# False negatives:     17041  51.71%
# TCR(l=50): 0.644454  SpamRecall: 48.295%  SpamPrec: 95.891%
