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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175316  37.678%  (99.527% of non-spam corpus)
# Correctly spam:     238912  51.345%  (82.625% of spam corpus)
# False positives:       834  0.179%  (0.473% of nonspam,  83543 weighted)
# False negatives:     50241  10.797%  (17.375% of spam, 109778 weighted)
# Average score for spam:  13.3    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              465303  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22037  99.50%
# Correctly spam:      29910  82.75%
# False positives:       111  0.50%
# False negatives:      6233  17.25%
# TCR(l=50): 3.067385  SpamRecall: 82.755%  SpamPrec: 99.630%

##### 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: 175697  99.74%
# Correctly spam:     160755  55.60%
# False positives:       453  0.26%
# False negatives:    128398  44.40%
# TCR(l=50): 1.914312  SpamRecall: 55.595%  SpamPrec: 99.719%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22095  99.76%
# Correctly spam:      19999  55.33%
# False positives:        53  0.24%
# False negatives:     16144  44.67%
# TCR(l=50): 1.923114  SpamRecall: 55.333%  SpamPrec: 99.736%