DEVELOPMENT... OpenML
Run
146255

Run 146255

Task 3532 (Supervised Classification) tr12.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
0.935
Per class
F measure
0.8834
Per class
Kappa
0.8644
KB relative information score
268.76
Mean absolute error
0.0283
Mean prior absolute error
0.2079
Number of instances
313
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8949
Per class
Predictive accuracy
0.8882
Prior entropy
2.7783
Recall
0.8882
Per class
Relative absolute error
0.1362
Root mean prior squared error
0.3222
Root mean squared error
0.1676
Root relative squared error
0.5202
SciMark benchmark
940.2751
UserCPU time millis
1615290
UserCPU time millis testing
340
UserCPU time millis training
1614950