Run
506280

Run 506280

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 17-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.38769970957646294
weka.MultilayerPerceptron(4)_M0.4640031504681351
weka.MultilayerPerceptron(4)_N3994
weka.MultilayerPerceptron(4)_V32
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E56
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ht
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Dtrue

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
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.1455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7393
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.9564
UserCPU time millis
1470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1450
Cross-validation details (10-fold Crossvalidation)