Run
10045102

Run 10045102

Task 3998 (Supervised Classification) AP_Endometrium_Uterus 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
0.7382 ± 0.1047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6989 ± 0.0957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3049 ± 0.2126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.3441 ± 2.4707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3535 ± 0.0516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4426 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Number of instances
185
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.696 ± 0.0948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7081 ± 0.0905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9165
Cross-validation details (10-fold Crossvalidation)
Recall
0.7081 ± 0.0905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7987 ± 0.1123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4701 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4295 ± 0.0543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9135 ± 0.1105
Cross-validation details (10-fold Crossvalidation)