DEVELOPMENT... OpenML
Run
146562

Run 146562

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.887
Per class
F measure
0.8717
Per class
Kappa
0.742
KB relative information score
371.7506
Mean absolute error
0.1273
Mean prior absolute error
0.4977
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
0.8724
Per class
Predictive accuracy
0.872
Prior entropy
0.9967
Recall
0.872
Per class
Relative absolute error
0.2557
Root mean prior squared error
0.4988
Root mean squared error
0.3538
Root relative squared error
0.7092
SciMark benchmark
945.3151
UserCPU time millis
2840
UserCPU time millis testing
20
UserCPU time millis training
2820