Run
569772

Run 569772

Task 9977 (Supervised Classification) nomao 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
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25878.9644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
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
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.574
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1047.2889
UserCPU time millis
5040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4950
Cross-validation details (10-fold Crossvalidation)