Run
569664

Run 569664

Task 9905 (Supervised Classification) autoUniv-au7-700 Uploaded 30-04-2016 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
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.7931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3702
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
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
0.4549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.45
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.45
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0501
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1002.9568
UserCPU time millis
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
180
Cross-validation details (10-fold Crossvalidation)