Run
13718

Run 13718

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.9
weka.J48(1)_M5

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.3546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.2219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-15.2711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3185
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
0.4833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.5444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1722
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.7448[557.6216842393322924.1990276952541482.7975877024999910.22218605324211758.8835103978397]