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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 295549  22.976%  (95.887% of non-spam corpus)
# Correctly spam:     843118  65.544%  (86.199% of spam corpus)
# False positives:     12678  0.986%  (4.113% of nonspam, 1169606 weighted)
# False negatives:    134986  10.494%  (13.801% of spam, 360259 weighted)
# Average score for spam:  10.6    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              1286331  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36701  95.44%
# Correctly spam:     106147  86.95%
# False positives:      1752  4.56%
# False negatives:     15927  13.05%
# TCR(l=50): 1.179151  SpamRecall: 86.953%  SpamPrec: 98.376%

##### 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: 295265  95.79%
# Correctly spam:     617175  63.10%
# False positives:     12962  4.21%
# False negatives:    360929  36.90%
# TCR(l=50): 0.969352  SpamRecall: 63.099%  SpamPrec: 97.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36876  95.90%
# Correctly spam:      76876  62.97%
# False positives:      1577  4.10%
# False negatives:     45198  37.03%
# TCR(l=50): 0.984087  SpamRecall: 62.975%  SpamPrec: 97.990%