DEVELOPMENT... OpenML
Run
146689

Run 146689

Task 3773 (Supervised Classification) fri_c1_1000_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
0.9332
Per class
F measure
0.9229
Per class
Kappa
0.8429
KB relative information score
842.9261
Mean absolute error
0.0767
Mean prior absolute error
0.4918
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.923
Per class
Predictive accuracy
0.923
Prior entropy
0.9882
Recall
0.923
Per class
Relative absolute error
0.1559
Root mean prior squared error
0.4959
Root mean squared error
0.274
Root relative squared error
0.5525
SciMark benchmark
889.9795
UserCPU time millis
3210
UserCPU time millis testing
50
UserCPU time millis training
3160