Run
19126

Run 19126

Task 18 (Supervised Classification) mfeat-morphological Uploaded 12-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(1)_Wweka.classifiers.trees.HoeffdingTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.HoeffdingTree(1)_E1.0E-7
weka.HoeffdingTree(1)_G200.0
weka.HoeffdingTree(1)_H0.05
weka.HoeffdingTree(1)_L2
weka.HoeffdingTree(1)_M0.01
weka.HoeffdingTree(1)_N0.0
weka.HoeffdingTree(1)_S1

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
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1382.7697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0713
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
0.6502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7511
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.8244[556.90953288490741011.5249537742577481.93081680843505907.70082742804311756.0557934247322]