Run
476470

Run 476470

Task 4528 (Supervised Classification) postoperative-patient-data Uploaded 29-10-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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
0.4351
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5873
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0154
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-8.0675
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4142
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5041
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7033
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7033
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.0035
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4574
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0091
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
906.0979