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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 226163  33.279%  (96.288% of non-spam corpus)
# Correctly spam:     335857  49.420%  (75.523% of spam corpus)
# False positives:      8718  1.283%  (3.712% of nonspam, 480608 weighted)
# False negatives:    108854  16.018%  (24.477% of spam, 220430 weighted)
# Average score for spam:  9.8    nonspam: 1.2
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              679592  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28311  96.32%
# Correctly spam:      42344  76.39%
# False positives:      1082  3.68%
# False negatives:     13090  23.61%
# TCR(l=50): 0.825033  SpamRecall: 76.386%  SpamPrec: 97.508%

##### 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: 225499  96.01%
# Correctly spam:     226366  50.90%
# False positives:      9382  3.99%
# False negatives:    218345  49.10%
# TCR(l=50): 0.646904  SpamRecall: 50.902%  SpamPrec: 96.020%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28239  96.07%
# Correctly spam:      28290  51.03%
# False positives:      1154  3.93%
# False negatives:     27144  48.97%
# TCR(l=50): 0.653364  SpamRecall: 51.034%  SpamPrec: 96.081%