Run
385779

Run 385779

Task 257 (Supervised Classification) colic 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
0.854
Per class
Cross-validation details (33% Holdout set)
F measure
0.7995
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5951
Cross-validation details (33% Holdout set)
KB relative information score
53.8572
Cross-validation details (33% Holdout set)
Mean absolute error
0.3068
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4882
Cross-validation details (33% Holdout set)
Number of instances
121
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
0.8047
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8017
Cross-validation details (33% Holdout set)
Prior entropy
0.9509
Cross-validation details (33% Holdout set)
Recall
0.8017
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6285
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.505
Cross-validation details (33% Holdout set)
Root mean squared error
0.3859
Cross-validation details (33% Holdout set)
Root relative squared error
0.7641
Cross-validation details (33% Holdout set)
SciMark benchmark
935.627
UserCPU time millis
460
Cross-validation details (33% Holdout set)
UserCPU time millis testing
70
Cross-validation details (33% Holdout set)
UserCPU time millis training
390
Cross-validation details (33% Holdout set)