Run
45553

Run 45553

Task 1898 (Supervised Classification) mfeat-morphological Uploaded 30-10-2014 by Nenad Tomašev
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Flow

NWKNN(1)HubMiner implementation of NWKNN
NWKNN(1)_mValue2.0
NWKNN(1)_weightExponent0.25
NWKNN(1)_k10
NWKNN(1)_cmetfloats:distances.primary.MinkowskiMetric:{"p":2.0} "combineBy":SUM

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8626
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4559
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3941
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
9498.1429
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1163
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.4605
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4547
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4547
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6463
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2847
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.949
Cross-validation details (10 times 10-fold Crossvalidation)