Run
6776

Run 6776

Task 42 (Supervised Classification) haberman Uploaded 21-05-2014 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
0.5501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.3808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.7092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1444
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.9941[564.2965366531771991.7421155144021483.8854846559526912.75766683510371762.2889234168845]