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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153589  48.937%  (99.403% of non-spam corpus)
# Correctly spam:      84848  27.034%  (53.249% of spam corpus)
# False positives:       922  0.294%  (0.597% of nonspam,  64226 weighted)
# False negatives:     74494  23.735%  (46.751% of spam, 205040 weighted)
# Average score for spam:  7.5    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              313853  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19323  99.38%
# Correctly spam:      10654  53.09%
# False positives:       120  0.62%
# False negatives:      9414  46.91%
# TCR(l=50): 1.301933  SpamRecall: 53.089%  SpamPrec: 98.886%

##### 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: 154027  99.69%
# Correctly spam:      37803  23.72%
# False positives:       484  0.31%
# False negatives:    121539  76.28%
# TCR(l=50): 1.093338  SpamRecall: 23.724%  SpamPrec: 98.736%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19392  99.74%
# Correctly spam:       4757  23.70%
# False positives:        51  0.26%
# False negatives:     15311  76.30%
# TCR(l=50): 1.123565  SpamRecall: 23.704%  SpamPrec: 98.939%