Run
1672080

Run 1672080

Task 41 (Supervised Classification) soybean 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
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
634.0255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3681
Cross-validation details (10-fold Crossvalidation)