DEVELOPMENT... OpenML
Run
146525

Run 146525

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.8862
Per class
F measure
0.871
Per class
Kappa
0.7363
KB relative information score
366.8014
Mean absolute error
0.1299
Mean prior absolute error
0.4913
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
0.8735
Per class
Predictive accuracy
0.872
Prior entropy
0.9875
Recall
0.872
Per class
Relative absolute error
0.2644
Root mean prior squared error
0.4956
Root mean squared error
0.3548
Root relative squared error
0.7158
SciMark benchmark
943.6956
UserCPU time millis
11460
UserCPU time millis testing
40
UserCPU time millis training
11420