Run
280834

Run 280834

Task 1801 (Supervised Classification) diabetes Uploaded 08-03-2015 by Jan van Rijn
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Flow

weka.ExtraTree(1)Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.
weka.ExtraTree(1)_K-1
weka.ExtraTree(1)_N-1
weka.ExtraTree(1)_S1

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
0.6519
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.6854
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.3056
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1081.8882
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3135
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6846
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6865
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6865
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.6899
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.5599
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.1748
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1358.4523
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)