Run
6205

Run 6205

Task 59 (Supervised Classification) iris Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifierUpdateable_SGD(1)Weka implementation of MultiClassClassifierUpdateable
weka.MultiClassClassifierUpdateable_SGD(1)_M0
weka.MultiClassClassifierUpdateable_SGD(1)_R2.0
weka.MultiClassClassifierUpdateable_SGD(1)_S1
weka.MultiClassClassifierUpdateable_SGD(1)_Wweka.classifiers.functions.SGD
weka.SGD(1)_C0.001
weka.SGD(1)_E500
weka.SGD(1)_F0
weka.SGD(1)_L0.01
weka.SGD(1)_R1.0E-4

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
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.57
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_04, x86_64, Mac OS X, 10.9.2]
Precision
0.7319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7383
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1342.9171[928.77562327663031188.3780387707616652.53227596085671310.3924256376552634.507213666909]