DEVELOPMENT... OpenML
Run
146428

Run 146428

Task 3500 (Supervised Classification) squash-unstored Uploaded 01-02-2015 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)_I80
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
0.7708
Per class
F measure
0.7471
Per class
Kappa
0.5541
KB relative information score
28.9888
Mean absolute error
0.1668
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7474
Per class
Predictive accuracy
0.75
Prior entropy
1.3486
Recall
0.75
Per class
Relative absolute error
0.4364
Root mean prior squared error
0.4353
Root mean squared error
0.4083
Root relative squared error
0.938
SciMark benchmark
930.32
UserCPU time millis
70
UserCPU time millis training
70