Run
506704

Run 506704

Task 9928 (Supervised Classification) volcanoes-b2 Uploaded 21-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.2630863154576701
weka.MultilayerPerceptron(4)_M0.6030860122158737
weka.MultilayerPerceptron(4)_N4883
weka.MultilayerPerceptron(4)_V32
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E62
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ht
weka.MultilayerPerceptron(4)_Rtrue

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
0.8786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1460.529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0281
Cross-validation details (10-fold Crossvalidation)
Number of instances
10668
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.4211
UserCPU time millis
2150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2130
Cross-validation details (10-fold Crossvalidation)