DEVELOPMENT... OpenML
Run
146086

Run 146086

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 31-01-2015 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)_I160
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
0.9546
Per class
F measure
0.954
Per class
Kappa
0.8992
KB relative information score
699.3339
Mean absolute error
0.0462
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9542
Per class
Predictive accuracy
0.954
Prior entropy
0.9348
Recall
0.954
Per class
Relative absolute error
0.1014
Root mean prior squared error
0.4771
Root mean squared error
0.2141
Root relative squared error
0.4488
SciMark benchmark
915.2795
UserCPU time millis
810
UserCPU time millis testing
60
UserCPU time millis training
750