Run
18174

Run 18174

Task 41 (Supervised Classification) soybean Uploaded 10-06-2014 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_MLPClassifier(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MLPClassifier(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MLPClassifier(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MLPClassifier(1)_Wweka.classifiers.functions.MLPClassifier
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.MLPClassifier(1)_E1
weka.MLPClassifier(1)_N2
weka.MLPClassifier(1)_O1.0E-6
weka.MLPClassifier(1)_P1
weka.MLPClassifier(1)_R0.01
weka.MLPClassifier(1)_S1

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
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
289.0657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
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
0.4358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.5403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1751
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7992
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.6663[561.93317930202351016.0585376856843484.7593072718849908.95983339136731756.6205822745662]