Run
246638

Run 246638

Task 1923 (Supervised Classification) spambase Uploaded 04-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.01
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_S1

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.

22 Evaluation measures

Area under ROC curve
0.9163
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8394
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
38533.0609
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0761
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
46010
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9239
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9239
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9239
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1593
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2758
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5644
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.944
UserCPU time millis
700
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
690
Cross-validation details (10 times 10-fold Crossvalidation)