DEVELOPMENT... OpenML
Run
111988

Run 111988

Task 1785 (Supervised Classification) car Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)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(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9745
Per class
Build CPU time
0.1804
Build memory
1035321528.8
F measure
0.9458
Per class
Kappa
0.8824
KB relative information score
7392.0122
Mean absolute error
0.0269
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9466
Per class
Predictive accuracy
0.9456
Prior entropy
1.2099
Recall
0.9456
Per class
Relative absolute error
0.1176
Root mean prior squared error
0.3381
Root mean squared error
0.1617
Root relative squared error
0.4782
SciMark benchmark
936.1433