DEVELOPMENT... OpenML
Run
146039

Run 146039

Task 3645 (Supervised Classification) fri_c1_500_25 Uploaded 31-01-2015 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)_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.

22 Evaluation measures

Area under ROC curve
0.8807
Per class
F measure
0.8697
Per class
Kappa
0.738
KB relative information score
371.4256
Mean absolute error
0.1274
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8703
Per class
Predictive accuracy
0.87
Prior entropy
0.9967
Recall
0.87
Per class
Relative absolute error
0.256
Root mean prior squared error
0.4988
Root mean squared error
0.3545
Root relative squared error
0.7107
SciMark benchmark
770.3451
UserCPU time millis
5530
UserCPU time millis testing
70
UserCPU time millis training
5460