Run
540287

Run 540287

Task 3687 (Supervised Classification) cal_housing Uploaded 22-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)Weka implementation of AttributeSelectedClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)_Wweka.classifiers.trees.REPTree

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
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10280.4925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2528
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1779.392
UserCPU time millis
140.4009
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
UserCPU time millis training
124.8008
Cross-validation details (10-fold Crossvalidation)