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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177520  39.453%  (96.677% of non-spam corpus)
# Correctly spam:     182953  40.660%  (68.694% of spam corpus)
# False positives:      6102  1.356%  (3.323% of nonspam, 276001 weighted)
# False negatives:     83378  18.530%  (31.306% of spam, 197879 weighted)
# Average score for spam:  17.7    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              449953  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22213  96.31%
# Correctly spam:      22936  68.85%
# False positives:       850  3.69%
# False negatives:     10376  31.15%
# TCR(l=50): 0.630002  SpamRecall: 68.852%  SpamPrec: 96.426%

##### 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: 178467  97.19%
# Correctly spam:     118667  44.56%
# False positives:      5155  2.81%
# False negatives:    147664  55.44%
# TCR(l=50): 0.656936  SpamRecall: 44.556%  SpamPrec: 95.837%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22355  96.93%
# Correctly spam:      14808  44.45%
# False positives:       708  3.07%
# False negatives:     18504  55.55%
# TCR(l=50): 0.617988  SpamRecall: 44.452%  SpamPrec: 95.437%