DEVELOPMENT... OpenML
Run
15571

Run 15571

Task 39 (Supervised Classification) sonar Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(1)_I160
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.8544
Per class
F measure
0.84
Per class
Kappa
0.6785
KB relative information score
141.5919
Mean absolute error
0.1586
Mean prior absolute error
0.4978
Number of instances
208
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8455
Per class
Predictive accuracy
0.8413
Prior entropy
0.9968
Recall
0.8413
Per class
Relative absolute error
0.3186
Root mean prior squared error
0.4989
Root mean squared error
0.397
Root relative squared error
0.7959
SciMark benchmark
939.3245[554.07898314586341012.8541891899986482.5806157404377903.94479785969181743.1640910536214]