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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147790  12.759%  (98.345% of non-spam corpus)
# Correctly spam:     949247  81.951%  (94.168% of spam corpus)
# False positives:      2487  0.215%  (1.655% of nonspam, 544304 weighted)
# False negatives:     58789  5.075%  (5.832% of spam, 172625 weighted)
# Average score for spam:  14.7    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.9
# TOTAL:              1158313  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18618  98.59%
# Correctly spam:     118036  93.81%
# False positives:       267  1.41%
# False negatives:      7782  6.19%
# TCR(l=50): 5.953909  SpamRecall: 93.815%  SpamPrec: 99.774%

##### 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: 148172  98.60%
# Correctly spam:     583420  57.88%
# False positives:      2105  1.40%
# False negatives:    424616  42.12%
# TCR(l=50): 1.902436  SpamRecall: 57.877%  SpamPrec: 99.640%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18621  98.60%
# Correctly spam:      72925  57.96%
# False positives:       264  1.40%
# False negatives:     52893  42.04%
# TCR(l=50): 1.903651  SpamRecall: 57.961%  SpamPrec: 99.639%