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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175370  25.806%  (94.592% of non-spam corpus)
# Correctly spam:     342724  50.432%  (69.352% of spam corpus)
# False positives:     10027  1.475%  (5.408% of nonspam, 820352 weighted)
# False negatives:    151458  22.287%  (30.648% of spam, 347923 weighted)
# Average score for spam:  8.1    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              679579  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21963  94.38%
# Correctly spam:      42706  69.22%
# False positives:      1309  5.62%
# False negatives:     18993  30.78%
# TCR(l=50): 0.730659  SpamRecall: 69.217%  SpamPrec: 97.026%

##### 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: 176047  94.96%
# Correctly spam:     102518  20.74%
# False positives:      9350  5.04%
# False negatives:    391664  79.26%
# TCR(l=50): 0.575189  SpamRecall: 20.745%  SpamPrec: 91.642%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22062  94.80%
# Correctly spam:      12929  20.95%
# False positives:      1210  5.20%
# False negatives:     48770  79.05%
# TCR(l=50): 0.564647  SpamRecall: 20.955%  SpamPrec: 91.442%