DEVELOPMENT... OpenML
Run
146148

Run 146148

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.8095
Per class
F measure
0.8029
Per class
Kappa
0.6027
KB relative information score
150.1055
Mean absolute error
0.1983
Mean prior absolute error
0.4968
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
0.805
Per class
Predictive accuracy
0.804
Prior entropy
0.9955
Recall
0.804
Per class
Relative absolute error
0.399
Root mean prior squared error
0.4984
Root mean squared error
0.4422
Root relative squared error
0.8872
SciMark benchmark
915.2795
UserCPU time millis
4700
UserCPU time millis testing
30
UserCPU time millis training
4670