Run
475240

Run 475240

Task 1 (Supervised Classification) anneal Uploaded 15-09-2015 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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
837.2218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, x86_64, Mac OS X, 10.10.5]
Precision
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0484
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1358.2518
UserCPU time millis
156.127
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
32.794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
123.333
Cross-validation details (10-fold Crossvalidation)