DEVELOPMENT... OpenML
Run
111213

Run 111213

Task 3800 (Supervised Classification) fri_c3_500_50 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)_I160
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
0.8863
Per class
Build CPU time
9.6412
Build memory
993295644.8
F measure
0.875
Per class
Kappa
0.7449
KB relative information score
373.7224
Mean absolute error
0.1232
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8776
Per class
Predictive accuracy
0.876
Prior entropy
0.9882
Recall
0.876
Per class
Relative absolute error
0.2504
Root mean prior squared error
0.4959
Root mean squared error
0.3493
Root relative squared error
0.7044
SciMark benchmark
908.8705