Run
243773

Run 243773

Task 1923 (Supervised Classification) spambase Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9713
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9266
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8458
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
35234.4555
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1195
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
46010
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9267
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2501
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2425
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1356.3402
UserCPU time millis
640
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
630
Cross-validation details (10 times 10-fold Crossvalidation)