OpenML
93674

Run 93674

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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.

21 Evaluation measures

Area under ROC curve
0.4773
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0002
Cross-validation details (10-fold Crossvalidation)
Build memory
784565728
Cross-validation details (10-fold Crossvalidation)
F measure
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.9379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2343
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.5974