Run
104289

Run 104289

Task 3834 (Supervised Classification) mfeat-fourier Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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.

21 Evaluation measures

Area under ROC curve
1
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.5385
Cross-validation details (10-fold Crossvalidation)
Build memory
594860218.4
Cross-validation details (10-fold Crossvalidation)
F measure
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9802
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1865.5634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.7068