Run
100890

Run 100890

Task 272 (Supervised Classification) haberman Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.SGD(2)Weka implementation of SGD
weka.SGD(2)_C0.001
weka.SGD(2)_E500
weka.SGD(2)_F0
weka.SGD(2)_L0.01
weka.SGD(2)_R1.0E-4
weka.SGD(2)_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.

21 Evaluation measures

Area under ROC curve
0.5302
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.015
Cross-validation details (33% Holdout set)
Build memory
73087408
Cross-validation details (33% Holdout set)
F measure
0.6544
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0839
Cross-validation details (33% Holdout set)
KB relative information score
27.3918
Cross-validation details (33% Holdout set)
Mean absolute error
0.26
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7219
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.74
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.74
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6625
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.5099
Cross-validation details (33% Holdout set)
Root relative squared error
1.1485
Cross-validation details (33% Holdout set)
SciMark benchmark
945.7844