Run
558175

Run 558175

Task 3691 (Supervised Classification) sensory Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest (1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_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
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3965
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9112
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
46.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
46.875
Cross-validation details (10-fold Crossvalidation)