Run
22532

Run 22532

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 22-06-2014 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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1601.7139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.062
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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.4247[559.58957837042081013.3868112175512476.5831398139759907.0727062654921755.4913676401159]