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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 223246  19.766%  (97.719% of non-spam corpus)
# Correctly spam:     500612  44.324%  (55.564% of spam corpus)
# False positives:      5210  0.461%  (2.281% of nonspam, 602144 weighted)
# False negatives:    400359  35.448%  (44.436% of spam, 911263 weighted)
# Average score for spam:  5.8    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1129427  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27966  97.71%
# Correctly spam:      62590  55.65%
# False positives:       654  2.29%
# False negatives:     49885  44.35%
# TCR(l=50): 1.361930  SpamRecall: 55.648%  SpamPrec: 98.966%

##### 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: 223628  97.89%
# Correctly spam:     397246  44.09%
# False positives:      4828  2.11%
# False negatives:    503725  55.91%
# TCR(l=50): 1.209154  SpamRecall: 44.091%  SpamPrec: 98.799%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28035  97.96%
# Correctly spam:      49377  43.90%
# False positives:       585  2.04%
# False negatives:     63098  56.10%
# TCR(l=50): 1.217947  SpamRecall: 43.900%  SpamPrec: 98.829%