Run
6046551

Run 6046551

Task 18 (Supervised Classification) mfeat-morphological Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomCommittee_MultilayerPerceptron(1)Weka implementation of AttributeSelectedClassifier
weka.MultilayerPerceptron(8)_L0.12654684205144273
weka.MultilayerPerceptron(8)_M0.8359121613674146
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S1
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ha
weka.MultilayerPerceptron(8)_Ctrue
weka.MultilayerPerceptron(8)_Rtrue
weka.AttributeSelectedClassifier_RandomCommittee_MultilayerPerceptron(1)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_RandomCommittee_MultilayerPerceptron(1)_Sweka.attributeSelection.BestFirst -D 1 -N 8
weka.AttributeSelectedClassifier_RandomCommittee_MultilayerPerceptron(1)_Wweka.classifiers.meta.RandomCommittee
weka.RandomCommittee_MultilayerPerceptron(1)_S1
weka.RandomCommittee_MultilayerPerceptron(1)_num-slots1
weka.RandomCommittee_MultilayerPerceptron(1)_I32
weka.RandomCommittee_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron

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
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1545.4895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1636.4662
UserCPU time millis
110720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110520
Cross-validation details (10-fold Crossvalidation)