Run
19737

Run 19737

Task 2072 (Supervised Classification) covertype Uploaded 16-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
Cross-validation details (10-fold Crossvalidation)
F measure
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43505.6033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.859
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.5166[554.4312430895411009.6699252256896479.1351424176555908.95983339136731740.3866518216023]