DEVELOPMENT... OpenML
Run
146503

Run 146503

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)_I80
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
0.8423
Per class
F measure
0.7651
Per class
Kappa
0.5303
KB relative information score
2170.7637
Mean absolute error
0.241
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
0.7652
Per class
Predictive accuracy
0.7651
Prior entropy
1
Recall
0.7651
Per class
Relative absolute error
0.4819
Root mean prior squared error
0.5
Root mean squared error
0.4523
Root relative squared error
0.9047
SciMark benchmark
945.3151
UserCPU time millis
2170
UserCPU time millis testing
50
UserCPU time millis training
2120