Run
24743

Run 24743

Task 27 (Supervised Classification) colic Uploaded 16-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I10
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.7844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
896.6968[533.570086113271962.0344422444904458.081009772975858.64396427391661671.1546883091598]