DEVELOPMENT... OpenML
Run
146154

Run 146154

Task 3789 (Supervised Classification) fri_c0_500_25 Uploaded 31-01-2015 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)_I160
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
0.8642
Per class
F measure
0.852
Per class
Kappa
0.7039
KB relative information score
351.8871
Mean absolute error
0.1481
Mean prior absolute error
0.4998
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
0.852
Per class
Predictive accuracy
0.852
Prior entropy
0.9997
Recall
0.852
Per class
Relative absolute error
0.2964
Root mean prior squared error
0.4999
Root mean squared error
0.3833
Root relative squared error
0.7668
SciMark benchmark
915.2795
UserCPU time millis
5660
UserCPU time millis testing
70
UserCPU time millis training
5590