Run
569148

Run 569148

Task 14965 (Supervised Classification) bank-marketing Uploaded 29-04-2016 by Jan van Rijn
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Flow

weka.SGD(4)Weka implementation of SGD
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

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
0.6227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15802.4472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0005
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1169.1107
UserCPU time millis
11890
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
11820
Cross-validation details (10-fold Crossvalidation)