Run
10045053

Run 10045053

Task 4678 (Supervised Classification) OVA_Omentum Uploaded 22-01-2019 by KANKAN LAN
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_weights"uniform"

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
0.8187 ± 0.081
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9389 ± 0.0137
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2699 ± 0.1684
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-0.5059 ± 0.2401
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0718 ± 0.0095
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0952 ± 0.0026
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
15450
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9344 ± 0.0188
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9474 ± 0.0116
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.2857 ± 0.0122
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9474 ± 0.0116
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7537 ± 0.0968
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2176 ± 0.006
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2014 ± 0.018
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9257 ± 0.0797
Cross-validation details (10 times 10-fold Crossvalidation)