DEVELOPMENT... OpenML
Run
19004

Run 19004

Task 7 (Supervised Classification) audiology Uploaded 12-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(1)_I80
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.8913
Per class
F measure
0.7615
Per class
Kappa
0.7498
KB relative information score
145.4293
Mean absolute error
0.0253
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
0.7516
Per class
Predictive accuracy
0.7876
Prior entropy
3.6349
Recall
0.7876
Per class
Relative absolute error
0.3498
Root mean prior squared error
0.1893
Root mean squared error
0.124
Root relative squared error
0.6549
SciMark benchmark
933.766[557.08738953167771015.2555353338006478.7078954039208901.45804913259251716.32101431548]