DEVELOPMENT... OpenML
Run
113338

Run 113338

Task 3608 (Supervised Classification) fri_c4_500_100 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)_I10
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
0.9024
Per class
Build CPU time
1.0064
Build memory
332840688
F measure
0.8312
Per class
Kappa
0.6555
KB relative information score
331.2364
Mean absolute error
0.1644
Mean prior absolute error
0.4913
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
0.8318
Per class
Predictive accuracy
0.832
Prior entropy
0.9875
Recall
0.832
Per class
Relative absolute error
0.3347
Root mean prior squared error
0.4956
Root mean squared error
0.3896
Root relative squared error
0.786
SciMark benchmark
935.6292