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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 752136  44.086%  (99.641% of non-spam corpus)
# Correctly spam:     786012  46.072%  (82.633% of spam corpus)
# False positives:      2709  0.159%  (0.359% of nonspam, 102300 weighted)
# False negatives:    165194  9.683%  (17.367% of spam, 421874 weighted)
# Average score for spam:  12.6    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              1706051  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93682  99.54%
# Correctly spam:      98713  83.09%
# False positives:       433  0.46%
# False negatives:     20093  16.91%
# TCR(l=50): 2.846130  SpamRecall: 83.088%  SpamPrec: 99.563%

##### 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: 740008  98.03%
# Correctly spam:     537372  56.49%
# False positives:     14837  1.97%
# False negatives:    413834  43.51%
# TCR(l=50): 0.823068  SpamRecall: 56.494%  SpamPrec: 97.313%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92285  98.06%
# Correctly spam:      66888  56.30%
# False positives:      1830  1.94%
# False negatives:     51918  43.70%
# TCR(l=50): 0.828390  SpamRecall: 56.300%  SpamPrec: 97.337%