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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184080  51.915%  (96.549% of non-spam corpus)
# Correctly spam:      97017  27.361%  (59.186% of spam corpus)
# False positives:      6580  1.856%  (3.451% of nonspam, 168872 weighted)
# False negatives:     66903  18.868%  (40.814% of spam, 148688 weighted)
# Average score for spam:  8.5    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              354580  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23110  96.60%
# Correctly spam:      12296  59.51%
# False positives:       813  3.40%
# False negatives:      8365  40.49%
# TCR(l=50): 0.421524  SpamRecall: 59.513%  SpamPrec: 93.798%

##### 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: 184767  96.91%
# Correctly spam:      37653  22.97%
# False positives:      5893  3.09%
# False negatives:    126267  77.03%
# TCR(l=50): 0.389435  SpamRecall: 22.970%  SpamPrec: 86.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23197  96.97%
# Correctly spam:       4800  23.23%
# False positives:       726  3.03%
# False negatives:     15861  76.77%
# TCR(l=50): 0.396101  SpamRecall: 23.232%  SpamPrec: 86.862%