10587922
31897
Ilin Tolovski
119
Learning Curve
predictive_accuracy
19148
sklearn.ensemble._forest.RandomForestClassifier(16)
8304032
Python_3.9.10. Sklearn_1.1.1. NumPy_1.23.1. SciPy_1.8.1.
bootstrap
true
19148
ccp_alpha
0.0
19148
class_weight
null
19148
criterion
"gini"
19148
max_depth
null
19148
max_features
"sqrt"
19148
max_leaf_nodes
null
19148
max_samples
null
19148
min_impurity_decrease
0.0
19148
min_samples_leaf
1
19148
min_samples_split
2
19148
min_weight_fraction_leaf
0.0
19148
n_estimators
100
19148
n_jobs
null
19148
oob_score
false
19148
random_state
18593
19148
verbose
0
19148
warm_start
false
19148
openml-python
Sklearn_1.1.1.
62
zoo
https://www.openml.org/data/download/52352/openml_phpZNNasq
-1
22103389
description
https://api.openml.org/data/download/22103389/description.xml
-1
22103390
predictions
https://api.openml.org/data/download/22103390/predictions.arff
area_under_roc_curve
0.9989069199881215 [0.999984,1,0.989427,1,0.998131,1,0.99506]
average_cost
0
f_measure
0.9549958900841019 [0.989144,0.977995,0.60241,0.981132,0.835443,0.969697,0.947368]
kappa
0.9449055133450224
kb_relative_information_score
0.9230848807017966
mean_absolute_error
0.023872701555869895
mean_prior_absolute_error
0.21876473361621715
weighted_recall
0.9584158415841584 [1,1,0.5,1,0.825,1,0.9]
number_of_instances
1010 [410,200,50,130,40,80,100]
precision
0.9552327938497351 [0.97852,0.956938,0.757576,0.962963,0.846154,0.941176,1]
predictive_accuracy
0.9584158415841584
prior_entropy
2.3925784144672324
relative_absolute_error
0.1091250000000009
root_mean_prior_squared_error
0.32944719868330113
root_mean_squared_error
0.08764238768319756
root_relative_squared_error
0.26602863230732315
total_cost
0
unweighted_recall
0.8892857142857143 [1,1,0.5,1,0.825,1,0.9]