Run
10193

Run 10193

Task 26 (Supervised Classification) nursery 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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-63.5773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2889
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.6821[567.04832706770641015.5230404536866483.8854846559526908.95975824819551767.9939646936223]