DEVELOPMENT... OpenML
Run
110726

Run 110726

Task 18 (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)_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.

21 Evaluation measures

Area under ROC curve
0.9451
Per class
Build CPU time
0.998
Build memory
340870876.8
F measure
0.7067
Per class
Kappa
0.6911
KB relative information score
1515.0973
Mean absolute error
0.0582
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7087
Per class
Predictive accuracy
0.722
Prior entropy
3.3219
Recall
0.722
Per class
Relative absolute error
0.3232
Root mean prior squared error
0.3
Root mean squared error
0.1989
Root relative squared error
0.6631
SciMark benchmark
939.7233