Run
2920193

Run 2920193

Task 18 (Supervised Classification) mfeat-morphological Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_LMT(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_LMT(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(6)_I-1
weka.LMT(6)_M15
weka.LMT(6)_W0.0

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
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.71
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1521.0845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0671
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
0.7411
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6021
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1485.273
UserCPU time millis
4990
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4990
Cross-validation details (10-fold Crossvalidation)