DEVELOPMENT... OpenML
Run
132402

Run 132402

Task 2121 (Supervised Classification) abalone Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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.

21 Evaluation measures

Area under ROC curve
0.7249
Per class
Build CPU time
2.88
Build memory
1156060016
F measure
0.2389
Per class
Kappa
0.1504
KB relative information score
340.6007
Mean absolute error
0.0554
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.2362
Per class
Predictive accuracy
0.2511
Prior entropy
3.6268
Recall
0.2511
Per class
Relative absolute error
0.8968
Root mean prior squared error
0.1757
Root mean squared error
0.1725
Root relative squared error
0.9818
SciMark benchmark
872.1114