Run
1672134

Run 1672134

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 20-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultiClassClassifierUpdateable_SGD(3)Weka implementation of MultiClassClassifierUpdateable
weka.SGD(4)_F0
weka.SGD(4)_L0.01
weka.SGD(4)_R1.0E-4
weka.SGD(4)_E500
weka.SGD(4)_C0.001
weka.SGD(4)_S1
weka.MultiClassClassifierUpdateable_SGD(3)_M0
weka.MultiClassClassifierUpdateable_SGD(3)_R2.0
weka.MultiClassClassifierUpdateable_SGD(3)_S1
weka.MultiClassClassifierUpdateable_SGD(3)_Wweka.classifiers.functions.SGD

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
506.1771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0295
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3568
Cross-validation details (10-fold Crossvalidation)