DEVELOPMENT... OpenML
Run
146141

Run 146141

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.8933
Per class
F measure
0.8878
Per class
Kappa
0.7718
KB relative information score
192.5522
Mean absolute error
0.1126
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.888
Per class
Predictive accuracy
0.888
Prior entropy
0.9898
Recall
0.888
Per class
Relative absolute error
0.2284
Root mean prior squared error
0.4964
Root mean squared error
0.3343
Root relative squared error
0.6736
SciMark benchmark
915.2795
UserCPU time millis
520
UserCPU time millis testing
20
UserCPU time millis training
500