DEVELOPMENT... OpenML
Run
146930

Run 146930

Task 58 (Supervised Classification) waveform-5000 Uploaded 01-02-2015 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.

22 Evaluation measures

Area under ROC curve
0.9102
Per class
F measure
0.8395
Per class
Kappa
0.7597
KB relative information score
3898.689
Mean absolute error
0.1076
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
0.8399
Per class
Predictive accuracy
0.8398
Prior entropy
1.5849
Recall
0.8398
Per class
Relative absolute error
0.2421
Root mean prior squared error
0.4714
Root mean squared error
0.3231
Root relative squared error
0.6855
SciMark benchmark
945.3151
UserCPU time millis
40440
UserCPU time millis testing
290
UserCPU time millis training
40150