Run
549064

Run 549064

Task 3793 (Supervised Classification) colleges_usnews Uploaded 05-04-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)Weka implementation of AttributeSelectedClassifier
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.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SGD(1)_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.

22 Evaluation measures

Area under ROC curve
0.7013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
524.3824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2972
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
1302
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.7025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7028
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9977
Cross-validation details (10-fold Crossvalidation)
Recall
0.7028
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0922
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4354
UserCPU time millis
1578.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.25
UserCPU time millis training
1546.875
Cross-validation details (10-fold Crossvalidation)