DEVELOPMENT... OpenML
Run
24242

Run 24242

Task 21 (Supervised Classification) car Uploaded 03-07-2014 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)_I40
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
0.9867
Per class
F measure
0.9709
Per class
Kappa
0.9372
KB relative information score
1584.9401
Mean absolute error
0.0146
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9715
Per class
Predictive accuracy
0.9711
Prior entropy
1.2099
Recall
0.9711
Per class
Relative absolute error
0.0638
Root mean prior squared error
0.3381
Root mean squared error
0.1198
Root relative squared error
0.3544
SciMark benchmark
817.1074[449.19924961784625900.4463215993244407.8016961649375671.13156882593561656.9579268848727]