DEVELOPMENT... OpenML
Run
146454

Run 146454

Task 3518 (Supervised Classification) tr45.wc 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)_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
0.9798
Per class
F measure
0.9623
Per class
Kappa
0.9561
KB relative information score
657.3782
Mean absolute error
0.0075
Mean prior absolute error
0.172
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9629
Per class
Predictive accuracy
0.9623
Prior entropy
3.0415
Recall
0.9623
Per class
Relative absolute error
0.0438
Root mean prior squared error
0.2932
Root mean squared error
0.0868
Root relative squared error
0.296
SciMark benchmark
945.3151
UserCPU time millis
7657220
UserCPU time millis testing
1230
UserCPU time millis training
7655990