DEVELOPMENT... OpenML
Run
22498

Run 22498

Task 2075 (Supervised Classification) abalone Uploaded 22-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6614
Per class
F measure
0.2197
Per class
Kappa
0.129
KB relative information score
980.0711
Mean absolute error
0.0558
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
0.2137
Per class
Predictive accuracy
0.2289
Prior entropy
3.6268
Recall
0.2289
Per class
Relative absolute error
0.9023
Root mean prior squared error
0.1757
Root mean squared error
0.1807
Root relative squared error
1.0285
SciMark benchmark
940.5387[554.2550361521621008.6129065594412483.0147548568529903.01071657967621753.799996626104]