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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 333386  53.430%  (99.551% of non-spam corpus)
# Correctly spam:     161354  25.859%  (55.817% of spam corpus)
# False positives:      1503  0.241%  (0.449% of nonspam,  79146 weighted)
# False negatives:    127725  20.470%  (44.183% of spam, 227145 weighted)
# Average score for spam:  6.9    nonspam: 0.1
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              623968  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41580  99.65%
# Correctly spam:      20406  56.47%
# False positives:       145  0.35%
# False negatives:     15727  43.53%
# TCR(l=50): 1.572573  SpamRecall: 56.475%  SpamPrec: 99.294%

##### 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: 333558  99.60%
# Correctly spam:      84860  29.36%
# False positives:      1331  0.40%
# False negatives:    204219  70.64%
# TCR(l=50): 1.067622  SpamRecall: 29.355%  SpamPrec: 98.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41578  99.65%
# Correctly spam:      10740  29.72%
# False positives:       147  0.35%
# False negatives:     25393  70.28%
# TCR(l=50): 1.103534  SpamRecall: 29.724%  SpamPrec: 98.650%