Run
10045060

Run 10045060

Task 3977 (Supervised Classification) AP_Colon_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
0.9517 ± 0.0551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9111 ± 0.0508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7249 ± 0.172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.8966 ± 4.1212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1107 ± 0.0294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3352 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Number of instances
363
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9124 ± 0.0516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9146 ± 0.0457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7485
Cross-validation details (10-fold Crossvalidation)
Recall
0.9146 ± 0.0457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3304 ± 0.09
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4088 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.253 ± 0.0535
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6189 ± 0.1349
Cross-validation details (10-fold Crossvalidation)