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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257261  36.801%  (95.785% of non-spam corpus)
# Correctly spam:     345285  49.392%  (80.208% of spam corpus)
# False positives:     11320  1.619%  (4.215% of nonspam, 520706 weighted)
# False negatives:     85201  12.188%  (19.792% of spam, 207502 weighted)
# Average score for spam:  12.3    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.4
# TOTAL:              699067  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32105  95.63%
# Correctly spam:      43319  80.72%
# False positives:      1466  4.37%
# False negatives:     10344  19.28%
# TCR(l=50): 0.641564  SpamRecall: 80.724%  SpamPrec: 96.727%

##### 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: 256564  95.53%
# Correctly spam:     207133  48.12%
# False positives:     12017  4.47%
# False negatives:    223353  51.88%
# TCR(l=50): 0.522306  SpamRecall: 48.116%  SpamPrec: 94.517%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32083  95.57%
# Correctly spam:      26155  48.74%
# False positives:      1488  4.43%
# False negatives:     27508  51.26%
# TCR(l=50): 0.526583  SpamRecall: 48.739%  SpamPrec: 94.617%