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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 748721  52.813%  (99.652% of non-spam corpus)
# Correctly spam:     504003  35.551%  (75.636% of spam corpus)
# False positives:      2615  0.184%  (0.348% of nonspam,  69620 weighted)
# False negatives:    162349  11.452%  (24.364% of spam, 417512 weighted)
# Average score for spam:  9.4    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              1417688  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93221  99.50%
# Correctly spam:      64544  77.65%
# False positives:       464  0.50%
# False negatives:     18577  22.35%
# TCR(l=50): 1.989635  SpamRecall: 77.651%  SpamPrec: 99.286%

##### 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: 736619  98.04%
# Correctly spam:     218579  32.80%
# False positives:     14717  1.96%
# False negatives:    447773  67.20%
# TCR(l=50): 0.562977  SpamRecall: 32.802%  SpamPrec: 93.692%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91941  98.14%
# Correctly spam:      27410  32.98%
# False positives:      1744  1.86%
# False negatives:     55711  67.02%
# TCR(l=50): 0.581628  SpamRecall: 32.976%  SpamPrec: 94.018%