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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154814  45.398%  (97.655% of non-spam corpus)
# Correctly spam:     158336  46.430%  (86.766% of spam corpus)
# False positives:      3718  1.090%  (2.345% of nonspam, 142241 weighted)
# False negatives:     24150  7.082%  (13.234% of spam,  56844 weighted)
# Average score for spam:  12.9    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              341018  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19490  97.62%
# Correctly spam:      19826  86.50%
# False positives:       476  2.38%
# False negatives:      3095  13.50%
# TCR(l=50): 0.852240  SpamRecall: 86.497%  SpamPrec: 97.655%

##### 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: 156659  98.82%
# Correctly spam:     105477  57.80%
# False positives:      1873  1.18%
# False negatives:     77009  42.20%
# TCR(l=50): 1.069302  SpamRecall: 57.800%  SpamPrec: 98.255%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19720  98.77%
# Correctly spam:      13170  57.46%
# False positives:       246  1.23%
# False negatives:      9751  42.54%
# TCR(l=50): 1.039454  SpamRecall: 57.458%  SpamPrec: 98.166%