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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240719  21.668%  (99.550% of non-spam corpus)
# Correctly spam:     625090  56.268%  (71.923% of spam corpus)
# False positives:      1088  0.098%  (0.450% of nonspam, 254086 weighted)
# False negatives:    244022  21.966%  (28.077% of spam, 244785 weighted)
# Average score for spam:  9.5    nonspam: -0.5
# Average for false-pos:   6.5  false-neg: 1.0
# TOTAL:              1110919  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30131  99.57%
# Correctly spam:      78013  71.91%
# False positives:       129  0.43%
# False negatives:     30470  28.09%
# TCR(l=50): 2.938326  SpamRecall: 71.913%  SpamPrec: 99.835%

##### 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: 241341  99.81%
# Correctly spam:     394785  45.42%
# False positives:       466  0.19%
# False negatives:    474327  54.58%
# TCR(l=50): 1.746513  SpamRecall: 45.424%  SpamPrec: 99.882%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30204  99.81%
# Correctly spam:      49335  45.48%
# False positives:        56  0.19%
# False negatives:     59148  54.52%
# TCR(l=50): 1.751195  SpamRecall: 45.477%  SpamPrec: 99.887%