Run
24195

Run 24195

Task 32 (Supervised Classification) pendigits Uploaded 01-07-2014 by Joaquin Vanschoren
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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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6972.1525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7047
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
897.2842[535.7004353566078962.5150587036641457.4954738938241865.16172434075091665.5484172819024]