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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144741  11.924%  (94.263% of non-spam corpus)
# Correctly spam:     934966  77.026%  (88.181% of spam corpus)
# False positives:      8809  0.726%  (5.737% of nonspam, 1880443 weighted)
# False negatives:    125318  10.324%  (11.819% of spam, 299460 weighted)
# Average score for spam:  9.5    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              1213834  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18185  94.14%
# Correctly spam:     116530  88.03%
# False positives:      1131  5.86%
# False negatives:     15845  11.97%
# TCR(l=50): 1.828510  SpamRecall: 88.030%  SpamPrec: 99.039%

##### 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: 145363  94.67%
# Correctly spam:      66667  6.29%
# False positives:      8187  5.33%
# False negatives:    993617  93.71%
# TCR(l=50): 0.755744  SpamRecall: 6.288%  SpamPrec: 89.063%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18275  94.61%
# Correctly spam:       8317  6.28%
# False positives:      1041  5.39%
# False negatives:    124058  93.72%
# TCR(l=50): 0.751669  SpamRecall: 6.283%  SpamPrec: 88.876%