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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 557400  52.127%  (99.562% of non-spam corpus)
# Correctly spam:     388421  36.324%  (76.241% of spam corpus)
# False positives:      2450  0.229%  (0.438% of nonspam,  65860 weighted)
# False negatives:    121046  11.320%  (23.759% of spam, 266456 weighted)
# Average score for spam:  12.8    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1069317  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69620  99.54%
# Correctly spam:      48495  76.22%
# False positives:       319  0.46%
# False negatives:     15129  23.78%
# TCR(l=50): 2.047170  SpamRecall: 76.221%  SpamPrec: 99.346%

##### 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: 548268  97.93%
# Correctly spam:     205719  40.38%
# False positives:     11582  2.07%
# False negatives:    303748  59.62%
# TCR(l=50): 0.577072  SpamRecall: 40.379%  SpamPrec: 94.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68479  97.91%
# Correctly spam:      25381  39.89%
# False positives:      1460  2.09%
# False negatives:     38243  60.11%
# TCR(l=50): 0.571937  SpamRecall: 39.892%  SpamPrec: 94.561%