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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183760  36.345%  (99.039% of non-spam corpus)
# Correctly spam:     263110  52.039%  (82.207% of spam corpus)
# False positives:      1783  0.353%  (0.961% of nonspam, 293904 weighted)
# False negatives:     56948  11.263%  (17.793% of spam, 126424 weighted)
# Average score for spam:  12.2    nonspam: -0.2
# Average for false-pos:   9.6  false-neg: 2.2
# TOTAL:              505601  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23066  99.06%
# Correctly spam:      32813  82.31%
# False positives:       218  0.94%
# False negatives:      7053  17.69%
# TCR(l=50): 2.220576  SpamRecall: 82.308%  SpamPrec: 99.340%

##### 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: 184375  99.37%
# Correctly spam:     169937  53.10%
# False positives:      1168  0.63%
# False negatives:    150121  46.90%
# TCR(l=50): 1.534896  SpamRecall: 53.096%  SpamPrec: 99.317%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23134  99.36%
# Correctly spam:      21268  53.35%
# False positives:       150  0.64%
# False negatives:     18598  46.65%
# TCR(l=50): 1.527550  SpamRecall: 53.349%  SpamPrec: 99.300%