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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126611  34.278%  (96.856% of non-spam corpus)
# Correctly spam:     171457  46.419%  (71.845% of spam corpus)
# False positives:      4110  1.113%  (3.144% of nonspam, 230609 weighted)
# False negatives:     67192  18.191%  (28.155% of spam, 159589 weighted)
# Average score for spam:  9.7    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              369370  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15871  96.76%
# Correctly spam:      21389  71.63%
# False positives:       531  3.24%
# False negatives:      8472  28.37%
# TCR(l=50): 0.852635  SpamRecall: 71.629%  SpamPrec: 97.578%

##### 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: 126974  97.13%
# Correctly spam:      62255  26.09%
# False positives:      3747  2.87%
# False negatives:    176394  73.91%
# TCR(l=50): 0.656091  SpamRecall: 26.086%  SpamPrec: 94.323%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15930  97.12%
# Correctly spam:       7758  25.98%
# False positives:       472  2.88%
# False negatives:     22103  74.02%
# TCR(l=50): 0.653371  SpamRecall: 25.980%  SpamPrec: 94.265%