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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179684  39.603%  (99.179% of non-spam corpus)
# Correctly spam:     187194  41.259%  (68.685% of spam corpus)
# False positives:      1487  0.328%  (0.821% of nonspam, 144794 weighted)
# False negatives:     85345  18.810%  (31.315% of spam, 224201 weighted)
# Average score for spam:  16.9    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              453710  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22514  98.95%
# Correctly spam:      23374  68.63%
# False positives:       238  1.05%
# False negatives:     10685  31.37%
# TCR(l=50): 1.508036  SpamRecall: 68.628%  SpamPrec: 98.992%

##### 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: 180087  99.40%
# Correctly spam:     169521  62.20%
# False positives:      1084  0.60%
# False negatives:    103018  37.80%
# TCR(l=50): 1.733510  SpamRecall: 62.201%  SpamPrec: 99.365%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22602  99.34%
# Correctly spam:      21118  62.00%
# False positives:       150  0.66%
# False negatives:     12941  38.00%
# TCR(l=50): 1.666210  SpamRecall: 62.004%  SpamPrec: 99.295%