Run
386680

Run 386680

Task 4448 (Supervised Classification) fri_c2_500_25 Uploaded 05-04-2015 by Joaquin Vanschoren
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Flow

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

22 Evaluation measures

Area under ROC curve
0.9316
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8597
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7028
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2265.7182
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2833
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8635
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.862
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.862
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5942
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3362
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6887
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
946.9304
UserCPU time millis
220
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10 times 10-fold Crossvalidation)