DEVELOPMENT... OpenML
Run
112190

Run 112190

Task 3620 (Supervised Classification) fri_c0_100_5 Uploaded 09-12-2014 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)_I40
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.

21 Evaluation measures

Area under ROC curve
0.8971
Per class
Build CPU time
0.0552
Build memory
61648992
F measure
0.8896
Per class
Kappa
0.7775
KB relative information score
77.6861
Mean absolute error
0.1107
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8909
Per class
Predictive accuracy
0.89
Prior entropy
0.9956
Recall
0.89
Per class
Relative absolute error
0.2227
Root mean prior squared error
0.4984
Root mean squared error
0.3317
Root relative squared error
0.6655
SciMark benchmark
934.6076

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