Run
7376

Run 7376

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

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

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1786.4524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.021
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4703
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
911.0867[564.29653665317711014.7208839634673484.54051677983614911.17132945493631580.7043282001455]