Run
16349

Run 16349

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I10
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.4971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.4169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2067
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
0.501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.72
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9334[557.97846463271251013.6533959159474482.5806157404377901.45804913259251763.996443846447]