DEVELOPMENT... OpenML
Run
147140

Run 147140

Task 3524 (Supervised Classification) fbis.wc Uploaded 02-02-2015 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
0.9354
Per class
F measure
0.8243
Per class
Kappa
0.809
KB relative information score
1979.2131
Mean absolute error
0.0199
Mean prior absolute error
0.1047
Number of instances
2463
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8252
Per class
Predictive accuracy
0.8311
Prior entropy
3.5848
Recall
0.8311
Per class
Relative absolute error
0.1899
Root mean prior squared error
0.2288
Root mean squared error
0.1385
Root relative squared error
0.6054
SciMark benchmark
939.2687
UserCPU time millis
4997500
UserCPU time millis testing
5140
UserCPU time millis training
4992360