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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179216  27.081%  (99.169% of non-spam corpus)
# Correctly spam:     395941  59.830%  (82.305% of spam corpus)
# False positives:      1502  0.227%  (0.831% of nonspam, 256235 weighted)
# False negatives:     85123  12.863%  (17.695% of spam, 223772 weighted)
# Average score for spam:  10.4    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              661782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22523  99.23%
# Correctly spam:      49227  81.98%
# False positives:       174  0.77%
# False negatives:     10817  18.02%
# TCR(l=50): 3.076497  SpamRecall: 81.985%  SpamPrec: 99.648%

##### 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: 179661  99.42%
# Correctly spam:     230393  47.89%
# False positives:      1057  0.58%
# False negatives:    250671  52.11%
# TCR(l=50): 1.584945  SpamRecall: 47.892%  SpamPrec: 99.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22573  99.45%
# Correctly spam:      28730  47.85%
# False positives:       124  0.55%
# False negatives:     31314  52.15%
# TCR(l=50): 1.600576  SpamRecall: 47.848%  SpamPrec: 99.570%