Run
2629458

Run 2629458

Task 28 (Supervised Classification) optdigits Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.9981 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9611 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9567 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5213.6005 ± 4.8314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0229 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9612 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.961 ± 0.0122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.961 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.127 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0858 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2859 ± 0.0258
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.3669
UserCPU time millis
13700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13500
Cross-validation details (10-fold Crossvalidation)