Run
185100

Run 185100

Task 4361 (Supervised Classification) diabetes_numeric Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.RandomTree(10)Weka implementation of RandomTree
weka.RandomTree(10)_K0
weka.RandomTree(10)_M1.0
weka.RandomTree(10)_V0.001
weka.RandomTree(10)_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
0.5759
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5936
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1513
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
57.7088
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.407
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4791
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
430
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5943
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.593
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.593
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8495
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4889
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6379
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.3047
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1306.6379
UserCPU time millis training