DEVELOPMENT... OpenML
Run
146722

Run 146722

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.8841
Per class
F measure
0.8619
Per class
Kappa
0.7233
KB relative information score
362.6688
Mean absolute error
0.1371
Mean prior absolute error
0.4994
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8623
Per class
Predictive accuracy
0.862
Prior entropy
0.9991
Recall
0.862
Per class
Relative absolute error
0.2745
Root mean prior squared error
0.4997
Root mean squared error
0.3689
Root relative squared error
0.7382
SciMark benchmark
889.9795
UserCPU time millis
1250
UserCPU time millis testing
20
UserCPU time millis training
1230