Run
13208

Run 13208

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
446.7292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
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
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.3905[561.57136831653141016.0585376856843483.8854846559526908.01528932595751767.4218398162996]