DEVELOPMENT... OpenML
Run
146620

Run 146620

Task 3618 (Supervised Classification) puma32H 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
0.8946
Per class
F measure
0.8783
Per class
Kappa
0.7566
KB relative information score
6200.0521
Mean absolute error
0.1215
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8783
Per class
Predictive accuracy
0.8783
Prior entropy
1
Recall
0.8783
Per class
Relative absolute error
0.2431
Root mean prior squared error
0.5
Root mean squared error
0.3468
Root relative squared error
0.6937
SciMark benchmark
943.6956
UserCPU time millis
309600
UserCPU time millis testing
1230
UserCPU time millis training
308370