DEVELOPMENT... OpenML
Run
145980

Run 145980

Task 3593 (Supervised Classification) 2dplanes 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
0.9781
Per class
F measure
0.9139
Per class
Kappa
0.8277
KB relative information score
33524.8244
Mean absolute error
0.0892
Mean prior absolute error
0.5
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9139
Per class
Predictive accuracy
0.9139
Prior entropy
1
Recall
0.9139
Per class
Relative absolute error
0.1784
Root mean prior squared error
0.5
Root mean squared error
0.2755
Root relative squared error
0.5509
SciMark benchmark
942.6953
UserCPU time millis
55410
UserCPU time millis testing
510
UserCPU time millis training
54900