Run
2040505

Run 2040505

Task 145682 (Supervised Classification) spectrometer Uploaded 12-04-2017 by Milan Tresoor
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Flow

weka.RandomTree(15)Weka implementation of RandomTree
weka.RandomTree(15)_K0
weka.RandomTree(15)_M1.0
weka.RandomTree(15)_V0.03
weka.RandomTree(15)_S1
weka.RandomTree(15)_N10
weka.RandomTree(15)_num-decimal-places4

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.

17 Evaluation measures

Area under ROC curve
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0313
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.2655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.071
Cross-validation details (10-fold Crossvalidation)