DEVELOPMENT... OpenML
Run
23620

Run 23620

Task 9 (Supervised Classification) autos Uploaded 26-06-2014 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)_I10
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
0.9587
Per class
F measure
0.8483
Per class
Kappa
0.8028
KB relative information score
167.5286
Mean absolute error
0.0412
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8513
Per class
Predictive accuracy
0.8488
Prior entropy
2.3268
Recall
0.8488
Per class
Relative absolute error
0.1864
Root mean prior squared error
0.3318
Root mean squared error
0.1947
Root relative squared error
0.587
SciMark benchmark
933.1971[550.4072860023583959.6389974301647483.23216931738307912.12245438067161760.5845701777503]