DEVELOPMENT... OpenML
Run
111760

Run 111760

Task 3807 (Supervised Classification) echoMonths 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)_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.

21 Evaluation measures

Area under ROC curve
0.7936
Per class
Build CPU time
0.1685
Build memory
368860582.4
F measure
0.7689
Per class
Kappa
0.5379
KB relative information score
69.6835
Mean absolute error
0.2322
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.77
Per class
Predictive accuracy
0.7692
Prior entropy
0.9998
Recall
0.7692
Per class
Relative absolute error
0.4646
Root mean prior squared error
0.4999
Root mean squared error
0.4735
Root relative squared error
0.9472
SciMark benchmark
936.1433