DEVELOPMENT... OpenML
Run
21457

Run 21457

Task 27 (Supervised Classification) colic Uploaded 19-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I20
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

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
0.8814
Per class
F measure
0.833
Per class
Kappa
0.6393
KB relative information score
232.7808
Mean absolute error
0.1657
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
0.8328
Per class
Predictive accuracy
0.8342
Prior entropy
0.9509
Recall
0.8342
Per class
Relative absolute error
0.3555
Root mean prior squared error
0.4827
Root mean squared error
0.398
Root relative squared error
0.8246
SciMark benchmark
935.8537[561.57136831653141001.5359160908363474.68690723372646897.75340120097631743.7207492169434]