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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169445  40.499%  (96.140% of non-spam corpus)
# Correctly spam:     212269  50.734%  (87.662% of spam corpus)
# False positives:      6804  1.626%  (3.860% of nonspam, 272073 weighted)
# False negatives:     29877  7.141%  (12.338% of spam,  85801 weighted)
# Average score for spam:  9.3    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.9
# TOTAL:              418395  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21218  95.76%
# Correctly spam:      26557  87.65%
# False positives:       940  4.24%
# False negatives:      3741  12.35%
# TCR(l=50): 0.597111  SpamRecall: 87.653%  SpamPrec: 96.581%

##### 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: 169348  96.08%
# Correctly spam:     155677  64.29%
# False positives:      6901  3.92%
# False negatives:     86469  35.71%
# TCR(l=50): 0.561148  SpamRecall: 64.291%  SpamPrec: 95.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21316  96.20%
# Correctly spam:      19550  64.53%
# False positives:       842  3.80%
# False negatives:     10748  35.47%
# TCR(l=50): 0.573305  SpamRecall: 64.526%  SpamPrec: 95.871%