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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174621  8.015%  (95.970% of non-spam corpus)
# Correctly spam:     1333200  61.195%  (66.772% of spam corpus)
# False positives:      7332  0.337%  (4.030% of nonspam, 2511534 weighted)
# False negatives:    663450  30.453%  (33.228% of spam, 1995982 weighted)
# Average score for spam:  8.8    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 3.0
# TOTAL:              2178603  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21863  95.66%
# Correctly spam:     167007  66.95%
# False positives:       993  4.34%
# False negatives:     82450  33.05%
# TCR(l=50): 1.888395  SpamRecall: 66.948%  SpamPrec: 99.409%

##### 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: 176104  96.79%
# Correctly spam:     212848  10.66%
# False positives:      5849  3.21%
# False negatives:    1783802  89.34%
# TCR(l=50): 0.961661  SpamRecall: 10.660%  SpamPrec: 97.326%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22101  96.70%
# Correctly spam:      26840  10.76%
# False positives:       755  3.30%
# False negatives:    222617  89.24%
# TCR(l=50): 0.958098  SpamRecall: 10.759%  SpamPrec: 97.264%