Run
457005

Run 457005

Task 267 (Supervised Classification) diabetes 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
0.8142
Per class
Cross-validation details (33% Holdout set)
F measure
0.7592
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4802
Cross-validation details (33% Holdout set)
KB relative information score
82.5776
Cross-validation details (33% Holdout set)
Mean absolute error
0.3131
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
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
0.7595
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7589
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.7589
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6822
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.4114
Cross-validation details (33% Holdout set)
Root relative squared error
0.8548
Cross-validation details (33% Holdout set)
SciMark benchmark
943.1009
UserCPU time millis
400
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
360
Cross-validation details (33% Holdout set)