DEVELOPMENT... OpenML
Run
111935

Run 111935

Task 248 (Supervised Classification) mfeat-morphological 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
0.9527
Per class
Build CPU time
0.574
Build memory
127197080
F measure
0.7143
Per class
Kappa
0.7068
KB relative information score
507.0621
Mean absolute error
0.0547
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.721
Per class
Predictive accuracy
0.7364
Prior entropy
3.3219
Recall
0.7364
Per class
Relative absolute error
0.304
Root mean prior squared error
0.3
Root mean squared error
0.1952
Root relative squared error
0.6507
SciMark benchmark
925.481