DEVELOPMENT... OpenML
Run
111613

Run 111613

Task 3634 (Supervised Classification) fri_c3_100_25 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)_I80
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
0.7634
Per class
Build CPU time
0.1964
Build memory
1285945687.2
F measure
0.7267
Per class
Kappa
0.4467
KB relative information score
43.8043
Mean absolute error
0.2771
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7308
Per class
Predictive accuracy
0.73
Prior entropy
0.9931
Recall
0.73
Per class
Relative absolute error
0.5596
Root mean prior squared error
0.4975
Root mean squared error
0.4997
Root relative squared error
1.0044
SciMark benchmark
916.8516