Run
272392

Run 272392

Task 3043 (Supervised Classification) sick Uploaded 06-03-2015 by Joaquin Vanschoren
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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
0.7056
Per class
Cross-validation details (33% Holdout set)
F measure
0.9509
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5478
Cross-validation details (33% Holdout set)
KB relative information score
667.082
Cross-validation details (33% Holdout set)
Mean absolute error
0.0418
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1193
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9559
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9582
Cross-validation details (33% Holdout set)
Prior entropy
0.3333
Cross-validation details (33% Holdout set)
Recall
0.9582
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3504
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2482
Cross-validation details (33% Holdout set)
Root mean squared error
0.2045
Cross-validation details (33% Holdout set)
Root relative squared error
0.8238
Cross-validation details (33% Holdout set)
SciMark benchmark
1330.2021
UserCPU time millis
340
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
330
Cross-validation details (33% Holdout set)