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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 746863  53.729%  (99.601% of non-spam corpus)
# Correctly spam:     492404  35.423%  (76.913% of spam corpus)
# False positives:      2989  0.215%  (0.399% of nonspam,  75040 weighted)
# False negatives:    147801  10.633%  (23.087% of spam, 344244 weighted)
# Average score for spam:  9.6    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1390057  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93057  99.51%
# Correctly spam:      61991  77.58%
# False positives:       459  0.49%
# False negatives:     17916  22.42%
# TCR(l=50): 1.955342  SpamRecall: 77.579%  SpamPrec: 99.265%

##### 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: 735273  98.06%
# Correctly spam:     219196  34.24%
# False positives:     14579  1.94%
# False negatives:    421009  65.76%
# TCR(l=50): 0.556720  SpamRecall: 34.238%  SpamPrec: 93.764%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91674  98.03%
# Correctly spam:      27437  34.34%
# False positives:      1842  1.97%
# False negatives:     52470  65.66%
# TCR(l=50): 0.552722  SpamRecall: 34.336%  SpamPrec: 93.709%