DEVELOPMENT... OpenML
Run
112884

Run 112884

Task 3754 (Supervised Classification) sleuth_case1202 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)_I20
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
0.8402
Per class
Build CPU time
0.0106
Build memory
1021190845.5054
F measure
0.7621
Per class
Kappa
0.4963
KB relative information score
45.5563
Mean absolute error
0.2367
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7615
Per class
Predictive accuracy
0.7634
Prior entropy
0.9645
Recall
0.7634
Per class
Relative absolute error
0.4984
Root mean prior squared error
0.4871
Root mean squared error
0.4819
Root relative squared error
0.9894
SciMark benchmark
943.4039