DEVELOPMENT... OpenML
Run
146388

Run 146388

Task 2075 (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
0.6349
Per class
F measure
0.2154
Per class
Kappa
0.1226
KB relative information score
749.5722
Mean absolute error
0.0536
Mean prior absolute error
0.0618
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
0.2121
Per class
Predictive accuracy
0.2205
Prior entropy
3.6268
Recall
0.2205
Per class
Relative absolute error
0.8675
Root mean prior squared error
0.1757
Root mean squared error
0.225
Root relative squared error
1.2805
SciMark benchmark
940.3346
UserCPU time millis
45690
UserCPU time millis testing
3160
UserCPU time millis training
42530