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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143988  24.626%  (99.030% of non-spam corpus)
# Correctly spam:     307425  52.578%  (69.980% of spam corpus)
# False positives:      1410  0.241%  (0.970% of nonspam, 258432 weighted)
# False negatives:    131876  22.555%  (30.020% of spam, 330397 weighted)
# Average score for spam:  16.0    nonspam: -0.7
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              584699  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18091  99.20%
# Correctly spam:      38245  69.82%
# False positives:       145  0.80%
# False negatives:     16528  30.18%
# TCR(l=50): 2.303516  SpamRecall: 69.825%  SpamPrec: 99.622%

##### 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: 144700  99.52%
# Correctly spam:     255123  58.07%
# False positives:       698  0.48%
# False negatives:    184178  41.93%
# TCR(l=50): 2.005226  SpamRecall: 58.075%  SpamPrec: 99.727%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18160  99.58%
# Correctly spam:      31755  57.98%
# False positives:        76  0.42%
# False negatives:     23018  42.02%
# TCR(l=50): 2.042397  SpamRecall: 57.976%  SpamPrec: 99.761%