DEVELOPMENT... OpenML
Run
146714

Run 146714

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.9251
Per class
F measure
0.9238
Per class
Kappa
0.845
KB relative information score
210.2763
Mean absolute error
0.0779
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9243
Per class
Predictive accuracy
0.924
Prior entropy
0.9898
Recall
0.924
Per class
Relative absolute error
0.1581
Root mean prior squared error
0.4964
Root mean squared error
0.2771
Root relative squared error
0.5581
SciMark benchmark
889.9795
UserCPU time millis
490
UserCPU time millis testing
10
UserCPU time millis training
480