DEVELOPMENT... OpenML
Run
146557

Run 146557

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.4931
Per class
F measure
0.3571
Per class
KB relative information score
-0.0156
Mean absolute error
0.4991
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2716
Per class
Predictive accuracy
0.5211
Prior entropy
0.9987
Recall
0.5211
Per class
Relative absolute error
1
Root mean prior squared error
0.4996
Root mean squared error
0.4996
Root relative squared error
1
SciMark benchmark
945.3151
UserCPU time millis
10
UserCPU time millis training
10