DEVELOPMENT... OpenML
Run
146178

Run 146178

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8409
Per class
F measure
0.9849
Per class
Kappa
0.7574
KB relative information score
364.3863
Mean absolute error
0.0142
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9848
Per class
Predictive accuracy
0.9857
Prior entropy
0.222
Recall
0.9857
Per class
Relative absolute error
0.2109
Root mean prior squared error
0.1812
Root mean squared error
0.1185
Root relative squared error
0.654
SciMark benchmark
941.8057
UserCPU time millis
310
UserCPU time millis testing
30
UserCPU time millis training
280