Run
6605

Run 6605

Task 53 (Supervised Classification) vehicle Uploaded 15-05-2014 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
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.3847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8798
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.8636[564.29653665317711015.2555353338006480.85168147774846908.32989414330441760.5845701777503]