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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 292862  79.100%  (99.521% of non-spam corpus)
# Correctly spam:      50073  13.524%  (65.909% of spam corpus)
# False positives:      1410  0.381%  (0.479% of nonspam,  12552 weighted)
# False negatives:     25900  6.995%  (34.091% of spam,  34277 weighted)
# Average score for spam:  9.0    nonspam: 0.7
# Average for false-pos:   6.9  false-neg: 1.3
# TOTAL:              370245  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36550  99.49%
# Correctly spam:       6341  66.05%
# False positives:       188  0.51%
# False negatives:      3260  33.95%
# TCR(l=50): 0.758373  SpamRecall: 66.045%  SpamPrec: 97.121%

##### 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: 288131  97.91%
# Correctly spam:      36579  48.15%
# False positives:      6141  2.09%
# False negatives:     39394  51.85%
# TCR(l=50): 0.219294  SpamRecall: 48.147%  SpamPrec: 85.625%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35962  97.89%
# Correctly spam:       4630  48.22%
# False positives:       776  2.11%
# False negatives:      4971  51.78%
# TCR(l=50): 0.219346  SpamRecall: 48.224%  SpamPrec: 85.646%
