DEVELOPMENT... OpenML
Run
113171

Run 113171

Task 58 (Supervised Classification) waveform-5000 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
0.9326
Per class
Build CPU time
7.2049
Build memory
397812662.4
F measure
0.8089
Per class
Kappa
0.7138
KB relative information score
3701.246
Mean absolute error
0.1271
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8091
Per class
Predictive accuracy
0.8092
Prior entropy
1.5849
Recall
0.8092
Per class
Relative absolute error
0.286
Root mean prior squared error
0.4714
Root mean squared error
0.3392
Root relative squared error
0.7195
SciMark benchmark
943.7751