Run
10045052

Run 10045052

Task 3973 (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
0.8089 ± 0.0802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9401 ± 0.0158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2864 ± 0.1835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-741.0138 ± 29.2796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0708 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0952 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9359 ± 0.0206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9482 ± 0.0132
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2882
Cross-validation details (10-fold Crossvalidation)
Recall
0.9482 ± 0.0132
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7435 ± 0.0906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2176 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2009 ± 0.0185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9232 ± 0.0753
Cross-validation details (10-fold Crossvalidation)