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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148034  28.729%  (99.453% of non-spam corpus)
# Correctly spam:     306052  59.396%  (83.524% of spam corpus)
# False positives:       814  0.158%  (0.547% of nonspam, 125045 weighted)
# False negatives:     60372  11.717%  (16.476% of spam, 127624 weighted)
# Average score for spam:  10.6    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              515272  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18562  99.39%
# Correctly spam:      38143  83.51%
# False positives:       113  0.61%
# False negatives:      7531  16.49%
# TCR(l=50): 3.465139  SpamRecall: 83.511%  SpamPrec: 99.705%

##### 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: 148413  99.71%
# Correctly spam:     113085  30.86%
# False positives:       435  0.29%
# False negatives:    253339  69.14%
# TCR(l=50): 1.332020  SpamRecall: 30.862%  SpamPrec: 99.617%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18625  99.73%
# Correctly spam:      14204  31.10%
# False positives:        50  0.27%
# False negatives:     31470  68.90%
# TCR(l=50): 1.344539  SpamRecall: 31.099%  SpamPrec: 99.649%