Run
10045040

Run 10045040

Task 3967 (Supervised Classification) AP_Endometrium_Colon 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
0.9921 ± 0.0096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533 ± 0.0342
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8367 ± 0.1216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
282.638 ± 3.818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.049 ± 0.0267
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.291 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Number of instances
347
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9531 ± 0.0342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9539 ± 0.0338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6749
Cross-validation details (10-fold Crossvalidation)
Recall
0.9539 ± 0.0338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1684 ± 0.0923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3806 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1653 ± 0.0685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4342 ± 0.1823
Cross-validation details (10-fold Crossvalidation)