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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283840  35.002%  (99.452% of non-spam corpus)
# Correctly spam:     470164  57.979%  (89.467% of spam corpus)
# False positives:      1563  0.193%  (0.548% of nonspam, 213634 weighted)
# False negatives:     55354  6.826%  (10.533% of spam, 127251 weighted)
# Average score for spam:  17.5    nonspam: -2.6
# Average for false-pos:   7.4  false-neg: 2.3
# TOTAL:              810921  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35470  99.41%
# Correctly spam:      58702  89.44%
# False positives:       211  0.59%
# False negatives:      6930  10.56%
# TCR(l=50): 3.754691  SpamRecall: 89.441%  SpamPrec: 99.642%

##### 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: 283929  99.48%
# Correctly spam:     393200  74.82%
# False positives:      1474  0.52%
# False negatives:    132318  25.18%
# TCR(l=50): 2.550835  SpamRecall: 74.821%  SpamPrec: 99.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35500  99.49%
# Correctly spam:      49065  74.76%
# False positives:       181  0.51%
# False negatives:     16567  25.24%
# TCR(l=50): 2.562049  SpamRecall: 74.758%  SpamPrec: 99.632%