Run
22196

Run 22196

Task 2073 (Supervised Classification) yeast Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
702.1704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
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
0.567
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8618
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.1844[569.8270871958205961.5544199194245483.23216931738307911.17132945493631765.136766288487]