Run
10431

Run 10431

Task 39 (Supervised Classification) sonar Uploaded 22-05-2014 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
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.3042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2548
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0119
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.4371[567.0483270677064923.3133140802363488.7309638015554913.07556704216551760.017229859821]