DEVELOPMENT... OpenML
Run
19737

Run 19737

Task 2072 (Supervised Classification) covertype Uploaded 16-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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
0.8027
Per class
F measure
0.6398
Per class
Kappa
0.454
KB relative information score
43505.6033
Mean absolute error
0.1335
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6453
Per class
Predictive accuracy
0.6618
Prior entropy
1.8698
Recall
0.6618
Per class
Relative absolute error
0.7207
Root mean prior squared error
0.3044
Root mean squared error
0.2614
Root relative squared error
0.859
SciMark benchmark
938.5166[554.4312430895411009.6699252256896479.1351424176555908.95983339136731740.3866518216023]