Run
1848400

Run 1848400

Task 145677 (Supervised Classification) Bioresponse Uploaded 02-03-2017 by Yezi Zhu
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • NumPy_1.12.0. Python_3.5.2. run_task SciPy_0.18.1. sklearn.neighbors.classification.KNeighborsClassifier Sklearn_0.18.1. Thu_Mar__2_07.37.27_2017
Issue #Downvotes for this reason By


Flow

sklearn.neighbors.classification.KNeighborsClassifier(7)Automatically created sub-component.
sklearn.neighbors.classification.KNeighborsClassifier(7)_algorithmauto
sklearn.neighbors.classification.KNeighborsClassifier(7)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(7)_metricminkowski
sklearn.neighbors.classification.KNeighborsClassifier(7)_metric_paramsNone
sklearn.neighbors.classification.KNeighborsClassifier(7)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(7)_n_neighbors1
sklearn.neighbors.classification.KNeighborsClassifier(7)_p2
sklearn.neighbors.classification.KNeighborsClassifier(7)_weightsuniform

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
0.742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1813.0879
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0149
Cross-validation details (10-fold Crossvalidation)