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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176019  29.297%  (98.116% of non-spam corpus)
# Correctly spam:     372990  62.082%  (88.511% of spam corpus)
# False positives:      3380  0.563%  (1.884% of nonspam, 259956 weighted)
# False negatives:     48417  8.059%  (11.489% of spam, 133508 weighted)
# Average score for spam:  15.4    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              600806  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22100  98.09%
# Correctly spam:      46578  88.71%
# False positives:       430  1.91%
# False negatives:      5925  11.29%
# TCR(l=50): 1.914421  SpamRecall: 88.715%  SpamPrec: 99.085%

##### 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: 177738  99.07%
# Correctly spam:     171955  40.80%
# False positives:      1661  0.93%
# False negatives:    249452  59.20%
# TCR(l=50): 1.267382  SpamRecall: 40.805%  SpamPrec: 99.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22328  99.10%
# Correctly spam:      21266  40.50%
# False positives:       202  0.90%
# False negatives:     31237  59.50%
# TCR(l=50): 1.270121  SpamRecall: 40.504%  SpamPrec: 99.059%