DEVELOPMENT... OpenML
Run
146821

Run 146821

Task 3899 (Supervised Classification) mozilla4 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
0.9472
Per class
F measure
0.9575
Per class
Kappa
0.9027
KB relative information score
13988.0231
Mean absolute error
0.042
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9585
Per class
Predictive accuracy
0.9579
Prior entropy
0.9135
Recall
0.9579
Per class
Relative absolute error
0.0951
Root mean prior squared error
0.4697
Root mean squared error
0.204
Root relative squared error
0.4344
SciMark benchmark
939.2687
UserCPU time millis
58310
UserCPU time millis testing
1110
UserCPU time millis training
57200