DEVELOPMENT... OpenML
Run
147008

Run 147008

Task 3586 (Supervised Classification) abalone 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)_I20
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
0.8422
Per class
F measure
0.7637
Per class
Kappa
0.5274
KB relative information score
2162.5613
Mean absolute error
0.242
Mean prior absolute error
0.5
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7638
Per class
Predictive accuracy
0.7637
Prior entropy
1
Recall
0.7637
Per class
Relative absolute error
0.4841
Root mean prior squared error
0.5
Root mean squared error
0.4524
Root relative squared error
0.9048
SciMark benchmark
941.7954
UserCPU time millis
1680
UserCPU time millis testing
50
UserCPU time millis training
1630