Run
456997

Run 456997

Task 259 (Supervised Classification) credit-approval Uploaded 02-07-2015 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
0.9393
Per class
Cross-validation details (33% Holdout set)
F measure
0.8808
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7612
Cross-validation details (33% Holdout set)
KB relative information score
127.8975
Cross-validation details (33% Holdout set)
Mean absolute error
0.2403
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8822
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8811
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8811
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4828
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3177
Cross-validation details (33% Holdout set)
Root relative squared error
0.6344
Cross-validation details (33% Holdout set)
SciMark benchmark
943.1009
UserCPU time millis
260
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
220
Cross-validation details (33% Holdout set)