Run
9745

Run 9745

Task 57 (Supervised Classification) ionosphere 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
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
242.8763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.8671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7709
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.862[550.7548498692883894.5937645102365482.1471531058749905.19339878208931756.6205822745662]