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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216641  18.607%  (99.086% of non-spam corpus)
# Correctly spam:     757884  65.093%  (80.142% of spam corpus)
# False positives:      1998  0.172%  (0.914% of nonspam, 539819 weighted)
# False negatives:    187789  16.129%  (19.858% of spam, 192364 weighted)
# Average score for spam:  11.6    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 1.0
# TOTAL:              1164312  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27108  99.07%
# Correctly spam:      94634  80.11%
# False positives:       254  0.93%
# False negatives:     23499  19.89%
# TCR(l=50): 3.263433  SpamRecall: 80.108%  SpamPrec: 99.732%

##### 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: 217267  99.37%
# Correctly spam:     520496  55.04%
# False positives:      1372  0.63%
# False negatives:    425177  44.96%
# TCR(l=50): 1.915182  SpamRecall: 55.040%  SpamPrec: 99.737%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27188  99.36%
# Correctly spam:      64996  55.02%
# False positives:       174  0.64%
# False negatives:     53137  44.98%
# TCR(l=50): 1.910393  SpamRecall: 55.019%  SpamPrec: 99.733%