DEVELOPMENT... OpenML
Run
145924

Run 145924

Task 3523 (Supervised Classification) tr23.wc 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
0.9771
Per class
F measure
0.9657
Per class
Kappa
0.9518
KB relative information score
191.9694
Mean absolute error
0.0114
Mean prior absolute error
0.2385
Number of instances
204
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.966
Per class
Predictive accuracy
0.9657
Prior entropy
2.1253
Recall
0.9657
Per class
Relative absolute error
0.048
Root mean prior squared error
0.3445
Root mean squared error
0.1069
Root relative squared error
0.3104
SciMark benchmark
931.4202
UserCPU time millis
629590
UserCPU time millis testing
100
UserCPU time millis training
629490