DEVELOPMENT... OpenML
Run
20752

Run 20752

Task 7 (Supervised Classification) audiology 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)_I40
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
0.9315
Per class
F measure
0.8478
Per class
Kappa
0.8349
KB relative information score
172.1844
Mean absolute error
0.0118
Mean prior absolute error
0.0724
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8445
Per class
Predictive accuracy
0.8584
Prior entropy
3.6349
Recall
0.8584
Per class
Relative absolute error
0.1637
Root mean prior squared error
0.1893
Root mean squared error
0.108
Root relative squared error
0.5703
SciMark benchmark
943.8831[554.25507814285321009.4054313942349482.7975877024999911.80521739130441761.152276377127]