Run
184291

Run 184291

Task 1914 (Supervised Classification) postoperative-patient-data 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
0.4993
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5725
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.049
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-35.8436
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.277
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
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
0.55
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6044
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6044
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9651
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5014
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.3353
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1315.3881