Run
6791

Run 6791

Task 9 (Supervised Classification) autos Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.9709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.7116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.9536[558.51447076490831015.7906865781697484.5405689113658912.12245438067161753.799996626104]