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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158050  15.720%  (96.162% of non-spam corpus)
# Correctly spam:     410259  40.806%  (48.780% of spam corpus)
# False positives:      6308  0.627%  (3.838% of nonspam, 1003213 weighted)
# False negatives:    430781  42.847%  (51.220% of spam, 963169 weighted)
# Average score for spam:  10.8    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              1005398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19886  96.08%
# Correctly spam:      51237  48.87%
# False positives:       812  3.92%
# False negatives:     53613  51.13%
# TCR(l=50): 1.112904  SpamRecall: 48.867%  SpamPrec: 98.440%

##### 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: 158611  96.50%
# Correctly spam:     222014  26.40%
# False positives:      5747  3.50%
# False negatives:    619026  73.60%
# TCR(l=50): 0.927915  SpamRecall: 26.398%  SpamPrec: 97.477%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19993  96.59%
# Correctly spam:      27757  26.47%
# False positives:       705  3.41%
# False negatives:     77093  73.53%
# TCR(l=50): 0.933302  SpamRecall: 26.473%  SpamPrec: 97.523%