DEVELOPMENT... OpenML
Run
21137

Run 21137

Task 54 (Supervised Classification) hepatitis Uploaded 18-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(1)_I160
weka.AdaBoostM1_LMT(1)_P100
weka.AdaBoostM1_LMT(1)_S1
weka.AdaBoostM1_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.7673
Per class
F measure
0.8396
Per class
Kappa
0.5134
KB relative information score
66.2189
Mean absolute error
0.1612
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
0.8406
Per class
Predictive accuracy
0.8387
Prior entropy
0.7418
Recall
0.8387
Per class
Relative absolute error
0.4888
Root mean prior squared error
0.4048
Root mean squared error
0.4015
Root relative squared error
0.9919
SciMark benchmark
939.3173[550.23362713580621011.5248904760083473.0140233577209905.19339878208931756.6205822745662]