DEVELOPMENT... OpenML
Run
8447

Run 8447

Task 27 (Supervised Classification) colic Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I30
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8895
Per class
F measure
0.8508
Per class
Kappa
0.6762
KB relative information score
196.3251
Mean absolute error
0.2315
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8528
Per class
Predictive accuracy
0.8533
Prior entropy
0.9509
Recall
0.8533
Per class
Relative absolute error
0.4965
Root mean prior squared error
0.4827
Root mean squared error
0.3413
Root relative squared error
0.7071
SciMark benchmark
949.5616[572.82121389070931015.7907504114269483.2321174670136915.94689394904971760.017229859821]