Run
569736

Run 569736

Task 3529 (Supervised Classification) oh5.wc Uploaded 30-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_HoeffdingTree(1)Weka implementation of AttributeSelectedClassifier
weka.HoeffdingTree(4)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
weka.HoeffdingTree(4)_N0.0
weka.AttributeSelectedClassifier_HoeffdingTree(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_HoeffdingTree(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_HoeffdingTree(1)_Wweka.classifiers.trees.HoeffdingTree

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
653.6163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.7288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.765
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.3196
UserCPU time millis
14880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
14780
Cross-validation details (10-fold Crossvalidation)