Run
24877

Run 24877

Task 2072 (Supervised Classification) covertype Uploaded 18-07-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFNetwork(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFNetwork(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFNetwork(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RBFNetwork(1)_Wweka.classifiers.functions.RBFNetwork
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RBFNetwork(1)_B2
weka.RBFNetwork(1)_M-1
weka.RBFNetwork(1)_R1.0E-8
weka.RBFNetwork(1)_S1
weka.RBFNetwork(1)_W0.1

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
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6307
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42235.793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.6434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8597
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
592.89[344.847886465742902.1325290212047234.54386367303428523.4504899987498959.4753017420612]