DEVELOPMENT... OpenML
Run
146622

Run 146622

Task 3704 (Supervised Classification) kdd_el_nino-small 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)_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.

22 Evaluation measures

Area under ROC curve
0.9583
Per class
F measure
0.9579
Per class
Kappa
0.9078
KB relative information score
706.5117
Mean absolute error
0.0421
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9582
Per class
Predictive accuracy
0.9578
Prior entropy
0.9348
Recall
0.9578
Per class
Relative absolute error
0.0924
Root mean prior squared error
0.4771
Root mean squared error
0.2048
Root relative squared error
0.4293
SciMark benchmark
1174.6686
UserCPU time millis
650
UserCPU time millis testing
40
UserCPU time millis training
610