Run
575717

Run 575717

Task 33 (Supervised Classification) cylinder-bands Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.AttributeSelectedClassifier_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(1)_Wweka.classifiers.trees.RandomForest

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
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.9568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3488
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
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
0.6606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.6259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1381.2829
UserCPU time millis
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)