Run
506805

Run 506805

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 25-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.28024531083702897
weka.MultilayerPerceptron(4)_M0.32740536661394426
weka.MultilayerPerceptron(4)_N574
weka.MultilayerPerceptron(4)_V31
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E99
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Hi
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue
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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.5605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.6013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6159
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8142
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1226.6794
UserCPU time millis
6780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6760
Cross-validation details (10-fold Crossvalidation)