Run
10045038

Run 10045038

Task 3966 (Supervised Classification) AP_Omentum_Lung 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
0.9343 ± 0.0342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8829 ± 0.0671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7551 ± 0.1283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.2873 ± 2.0879
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1655 ± 0.0465
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4712 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Number of instances
203
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8884 ± 0.0523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8818 ± 0.0661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9584
Cross-validation details (10-fold Crossvalidation)
Recall
0.8818 ± 0.0661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3513 ± 0.0978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4852 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3107 ± 0.0669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6404 ± 0.1361
Cross-validation details (10-fold Crossvalidation)