DEVELOPMENT... OpenML
Run
23186

Run 23186

Task 54 (Supervised Classification) hepatitis Uploaded 24-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LWL_DecisionStump(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LWL_DecisionStump(1)_I80
weka.AdaBoostM1_LWL_DecisionStump(1)_P100
weka.AdaBoostM1_LWL_DecisionStump(1)_S1
weka.AdaBoostM1_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.8214
Per class
F measure
0.8507
Per class
Kappa
0.5418
KB relative information score
71.4276
Mean absolute error
0.1508
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8499
Per class
Predictive accuracy
0.8516
Prior entropy
0.7418
Recall
0.8516
Per class
Relative absolute error
0.4571
Root mean prior squared error
0.4048
Root mean squared error
0.3775
Root relative squared error
0.9327
SciMark benchmark
941.5914[556.37660137353131010.1992658050349473.2224763010988909.27509318503251758.8835103978397]